Bhārata Strata · Maharashtra · Sangli · morphological twins

Places like cell 4930002899

The MH-36 locality cells most similar to this Sangli cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 5 distinct districts

Index confidence

0.93

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.142

lower = more alike (weighted)

The twins, closest first

#1 · Sanglicell 4930003768

distance 0.142

#2 · Sanglicell 4930003070

distance 0.142

#3 · Sanglicell 4930003937

distance 0.144

#4 · Sanglicell 4930001067

distance 0.154

#5 · Solapurcell 4960000215

distance 0.16 · cross-district

#6 · Kolhapurcell 4800005534

distance 0.161 · cross-district

#7 · Sanglicell 4930000850

distance 0.167

#8 · Sanglicell 4930006443

distance 0.17

#9 · Sanglicell 4930000648

distance 0.173

#10 · Sanglicell 4930005940

distance 0.178

#11 · Sanglicell 4930005115

distance 0.178

#12 · Solapurcell 4960000079

distance 0.179 · cross-district

#13 · Dharashivcell 4880000233

distance 0.182 · cross-district

#14 · Sanglicell 4930000848

distance 0.183

#15 · Dharashivcell 4880000847

distance 0.183 · cross-district

#16 · Dharashivcell 4880000128

distance 0.183 · cross-district

#17 · Beedcell 4700001647

distance 0.183 · cross-district

#18 · Sanglicell 4930003590

distance 0.183

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":493,"cluster_id":4930002899}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.